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MCP Server

Kujolang.ai MCP

io.github.kujolang/kujolang-mcp
AI & Agents Developer Tools Public & reachable MCP 2026-07-28

What this MCP does

Searches the Kujo ecosystem catalog for projects, tools, skills, and workflows and returns installation and stack recommendations.

Capabilities

Tools

7 tools
get_catalog_item
Get Kujo Catalog Item
Get one Kujo project, skill, or workflow by slug or exact title.
Read only Idempotent
Input schema 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'maxLength': 128, 'description': 'Catalog slug or exact title'}}, 'description': 'Catalog lookup', 'additionalProperties': False}
get_installation
Get Kujo Installation
Return reviewed installer commands and profile membership without executing them.
Read only Idempotent
Input schema 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': [], 'properties': {'profile': {'enum': ['default', 'agent', 'ai', 'core', 'operating', 'quality', 'showcases', 'all'], 'type': 'string', 'maxLength': 32, 'description': 'Install profile'}}, 'description': 'Installation lookup', 'additionalProperties': False}
get_kujo_overview
Get Kujo Overview
Explain Kujo, the public ecosystem catalog, and the safest next discovery action.
Read only Idempotent
Input schema 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': [], 'properties': {}, 'description': 'No arguments', 'additionalProperties': False}
list_ecosystem
List Kujo Ecosystem
List current Kujo projects, primitives, tooling, showcases, agent skills, or workflows from the bundled Kujolang.ai catalog.
Read only Idempotent
Input schema 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': [], 'properties': {'kind': {'enum': ['project', 'skill', 'workflow'], 'type': 'string', 'maxLength': 32, 'description': 'Optional item type'}, 'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1, 'description': 'Maximum results'}, 'category': {'type': 'string', 'maxLength': 128, 'description': 'Optional category'}}, 'description': 'Catalog filters', 'additionalProperties': False}
list_webops_capabilities
List WebOps Capabilities
List Kujo WebOps skills and workflows.
Read only Idempotent
Input schema 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum results'}, 'query': {'type': 'string', 'maxLength': 512, 'description': 'Optional WebOps need'}}, 'description': 'WebOps catalog', 'additionalProperties': False}
recommend_kujo_stack
Recommend a Kujo Stack
Recommend a small evidence-linked Kujo stack for a stated task.
Read only Idempotent
Input schema 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task'], 'properties': {'task': {'type': 'string', 'maxLength': 1000, 'description': 'The work needed'}, 'limit': {'type': 'integer', 'maximum': 12, 'minimum': 1, 'description': 'Maximum recommendations'}}, 'description': 'Stack recommendation', 'additionalProperties': False}
search_kujo_catalog
Search Kujo Catalog
Search current projects, skills, workflows, tags, and use cases using public catalog metadata.
Read only Idempotent
Input schema 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['query'], 'properties': {'kind': {'enum': ['project', 'skill', 'workflow'], 'type': 'string', 'maxLength': 32, 'description': 'Optional item type'}, 'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1, 'description': 'Maximum results'}, 'query': {'type': 'string', 'maxLength': 512, 'description': 'Work or capability'}, 'category': {'type': 'string', 'maxLength': 128, 'description': 'Optional category'}}, 'description': 'Catalog search', 'additionalProperties': False}
History

Recent tool changes

Added
list_webops_capabilities
Oct. 2, 2026, 2:40 a.m.
Added
get_installation
Oct. 2, 2026, 2:40 a.m.
Added
recommend_kujo_stack
Oct. 2, 2026, 2:40 a.m.
Added
get_catalog_item
Oct. 2, 2026, 2:40 a.m.
Added
search_kujo_catalog
Oct. 2, 2026, 2:40 a.m.
Added
list_ecosystem
Oct. 2, 2026, 2:40 a.m.
Added
get_kujo_overview
Oct. 2, 2026, 2:40 a.m.
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